Bashar Shami's repositories
9_Watershed-Image-Segmentation
An original detailed Watershed Algorithm for Image Segmentation
FaceReconstruction
Facial Landmark Detection and head pose compute use dlib, Real time Face Reconstruction use 3D Morphable Face Model fitting
unity-fps-1
Counter-Strike-inspired multiplayer FPS game made in Unity. It makes use of Unity's basic networking API and services to connect players. This was made using various online sources, including Brackeys's/quill18's tutorials on Youtube and Source Engine movement code.
lstm_attention_tf
Add attention layer to LSTM/word2vec model for sentiment analysis using tensorflow
MotionTracker
Set of functions for tracking an object in a video and computing position, velocity, and acceleration.
GENFIRE-MATLAB
MATLAB implementation of GENFIRE (GENeralized Fourier Iterative REconstruction) for 3D image reconstruction from arbitrarily oriented 2D projection images
img2stl
converts 2D images to 3D stl with the height value of each pixel being based off of the color value (0-255)
GeneExpressionAging
Gene expression viewer template
SentimentAnalysis_CNN_RNN
An example of a sentiment analysis program, used on the IMDB movie review dataset. The program uses the Keras deep learning library. First, it imports the IMDB movie set, then uses a Convolutional Neural Network (CNN) to extract out invariant features detailing a good or bad movie review. Finally, it passes it through a recursive neural network (RNN) using LSTMs to learn the state transitions of the invariant features.
EEG_Classifier
A general matlab framework for EEG data classification
bone-segmentation
Source code behind the paper Fully automatic and fast segmentation of the femur bone
ML_in_Biomed
Machine Learning in Healthcare and Biomedical Applications
lstms_for_predictive_maintenance
LSTMS for Predictive Maintenance
partIIdissertation
Write-up of my part II project: Brain tumour segmentation using convolutional neural networks
Apk-Android
Eclipse, Unity, blender 3D, C#, Java
Cholesterol-Risk-Factors
Designed a cholesterol risk factor predictor using random forests, feature engineering and classifying patients based on cholesterol levels
HariboCube
Large format cross-rod gantry type 3D printer
vr-care
Using virtual reality to help burn patients cope with pain during wound care.
hospital_android
The Hospital Management system app has been developed using Android Studio for Android devices. This android app tries to give an overall view of the different elements that can interact in a Hospital system.
teenpatti.angular
Teen patti game developed on angular, node.js, mongo db, express, sockets.
Predictors-of-Total-Serum-Cholesterol-
Modeling levels of total serum cholesterol in order to predict coronary heart disease
TransportBuddyV1.0
A Software based solution which consists of all the data of public transport busses in Karachi. Made using Web Technologies (HTML5 & CSS3, JavaScript, and JQuery for front end and PHP with MySQL for backend) and Google Maps API for tracking the public transport. We also handled a large data set consisting of all the buses of Karachi
Dental-Appointment
School Project using HTML, CSS, JS for front end and Python Flask for backend.
lsfm
Large Scale Facial Model (LSFM) - an automatic pipeline for constructing 3D Morphable Models from large collections of facial meshes
Diabetic-Eye-Screening
Android, Java - 01 - Diabetic Eye Screening Android App and Windows desktop Analyzer program
knee_OA_staging
Automatically quantifying radiographic knee osteoarthritis severity
Autism_diagnosis
Autism diagnosis with Neural Networks